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Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings.
Bhowmik, Arka; Ghosh, Biswajoy; Pal, Mousumi; Paul, Ranjan Rashmi; Chatterjee, Jyotirmoy; Chakraborty, Suman.
Afiliación
  • Bhowmik A; School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Kharagpur 721302, India.
  • Ghosh B; School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Kharagpur 721302, India.
  • Pal M; Department of Oral and Maxillofacial Pathology, Guru Nanak Institute of Dental Science and Research, Kolkata 700114, India.
  • Paul RR; Department of Oral and Maxillofacial Pathology, Guru Nanak Institute of Dental Science and Research, Kolkata 700114, India.
  • Chatterjee J; School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Kharagpur 721302, India.
  • Chakraborty S; Department of Mechanical Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India suman@mech.iitkgp.ac.in.
Proc Natl Acad Sci U S A ; 119(2)2022 01 11.
Article en En | MEDLINE | ID: mdl-34983869
ABSTRACT
Precise information on localized variations in blood circulation holds the key for noninvasive diagnostics and therapeutic assessment of various forms of cancer. While thermal imaging by itself may provide significant insights on the combined implications of the relevant physiological parameters, viz. local blood perfusion and metabolic balance due to active tumors as well as the ambient conditions, knowledge of the tissue surface temperature alone may be somewhat inadequate in distinguishing between some ambiguous manifestations of precancer and cancerous lesions, resulting in compromise of the selectivity in detection. This, along with the lack of availability of a user-friendly and inexpensive portable device for thermal-image acquisition, blood perfusion mapping, and data integration acts as a deterrent against the emergence of an inexpensive, contact-free, and accurate in situ screening and diagnostic approach for cancer detection and management. Circumventing these constraints, here we report a portable noninvasive blood perfusion imager augmented with machine learning-based quantitative analytics for screening precancerous and cancerous traits in oral lesions, by probing the localized alterations in microcirculation. With a proven overall sensitivity >96.66% and specificity of 100% as compared to gold-standard biopsy-based tests, the method successfully classified oral cancer and precancer in a resource-limited clinical setting in a double-blinded patient trial and exhibited favorable predictive capabilities considering other complementary modes of medical image analysis as well. The method holds further potential to achieve contrast-free, accurate, and low-cost diagnosis of abnormal microvascular physiology and other clinically vulnerable conditions, when interpreted along with complementary clinically evidenced decision-making perspectives.
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Perfusión / Neoplasias de la Boca / Diagnóstico por Imagen / Tamizaje Masivo Tipo de estudio: Diagnostic_studies / Prognostic_studies / Screening_studies Límite: Adult / Aged80 / Humans / Male / Middle aged Idioma: En Revista: Proc Natl Acad Sci U S A Año: 2022 Tipo del documento: Article País de afiliación: India

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Perfusión / Neoplasias de la Boca / Diagnóstico por Imagen / Tamizaje Masivo Tipo de estudio: Diagnostic_studies / Prognostic_studies / Screening_studies Límite: Adult / Aged80 / Humans / Male / Middle aged Idioma: En Revista: Proc Natl Acad Sci U S A Año: 2022 Tipo del documento: Article País de afiliación: India